Vision Transformer. There has been considerable interest in vision transformers due to their impressive performance in image classification [1]}, [2]}, [3]}, object detection [4]}, and image restoration [5]}. Recently, the vision transformers have also been introduced for the image quality assessment [6]}, [7]}. Their networks combined vision transformer [1]} and CNN, and achieved promising results for image quality assessment. Our work adapts the recent proposed Swin Transformer [3]} for video quality assessment.
